Learning-to-augment strategy using noisy and denoised data: Improving generalizability of deep CNN for the detection of COVID-19 in X-ray images

por Momeny, Mohammad, Neshat, Ali Asghar, Hussain, Mohammad Arafat, Kia, Solmaz, Marhamati, Mahmoud, Jahanbakhshi, Ahmad, Hamarneh, Ghassan
Publicado 2021

Learning-to-augment incorporated noise-robust deep CNN for detection of COVID-19 in noisy X-ray images

por Akbarimajd, Adel, Hoertel, Nicolas, Hussain, Mohammad Arafat, Neshat, Ali Asghar, Marhamati, Mahmoud, Bakhtoor, Mahdi, Momeny, Mohammad
Publicado 2022

Active deep learning from a noisy teacher for semi-supervised 3D image segmentation: Application to COVID-19 pneumonia infection in CT

por Hussain, Mohammad Arafat, Mirikharaji, Zahra, Momeny, Mohammad, Marhamati, Mahmoud, Neshat, Ali Asghar, Garbi, Rafeef, Hamarneh, Ghassan
Publicado 2022